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Zhongkai Yi

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#reinforcement learning Open access Oct 2026

Topology-aware graph reinforcement learning for generalizable cascading failure mitigation in hybrid AC/DC power systems

Cascading failures in hybrid AC/DC power systems can propagate rapidly through DC-side disturbances, AC branch overloads, topology changes, and islanding, making emergency mitigation a constrained sequential decision-making problem under evolving network structures. This paper proposes a topology-aware graph reinforcem...

Shuhan Zhao, Zhenghong Tu, Ying Xu et al. · 0 citations

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